Build a GitHub Slack Bot With AWS Bedrock and MCP, Part 2

What This Series Is About This is Part 2 of a two-part series on building a Slack bot that answers natural language questions about a GitHub repository using AWS Bedrock (Claude) and GitHub’s official Model Context Protocol (MCP) server. Part 1 covered the why: most AI tools suggest wrapping GitHub’s REST API and feeding the response to a model. That approach works, but it produces brittle glue code that grows with every new question type and every new data source.